Research & Services

Leapfrog is my freelance full-service digital consultancy, I co-create strategies, design and development since 2010, see my history. I am enhancing my services to cater specifically to the development of applications based on artificial intelligence. 

Expanding Leapfrog's focus, from web to model solutions in artificial intelligence, is a step to address new multifaceted organizational needs with Machine Learning related services and to offer AI powered services, through generative content creation, predictive analytics, classifications and exploratory data analysis. I can manage or develop the whole project or any part of it:


Strategy + Design + Development + Training/Support


Leapfrog's Services and Skills

Data Analytics powered by AI

AI Research & Strategy: Research and guidance on AI adoption and strategy development

Prompt Engineering for automated content creation and analysis

Data preparation and chat model fine-tuning

Machine Learning Applications: Designing and developing AI solutions, building and training of learning models.

Web design and development: Can architect, build, and maintain complex web systems

Design & Developments with Drupal, upgrades & consulting

Online condition recording, catalogue of works & digital archives for artists and collection management.

SEO Services, Organic Website Search Optimization

Web technology to support conservation-related diagnoses and execution procedures for the conservation of historical monuments and objects. 

Architect since 2003, Master in Architecture since 2009.

Languages: German, English, Spanish

Programming in Python, Javascript, PHP

Machine Learning

Research skills

Front and Backend

  • Web design: 15 years experience in site building, development, support and content management (Drupal, Wordpress)
  • Frontend: JS, SASS, CSS, HTML
  • Ubuntu Server administration, Apache2 and Node.js, AWS EC2, SQL

Creative Coding

  • Vector graphics for print and screen
  • Creative coding for interactive generative art p5.js/processing
  • Coding for science-art intersections



Stanford University & DeepLearning.AI: Machine Learning Specialization
2 month program. Completed November 2023

  • Supervised Machine Learning: Regression and Classification
  • Advanced Learning Algorithms
  • Unsupervised Learning, Recommenders, Reinforcement Learning

DeepLearning.AI: TensorFlow Developer Professional Certificate
2 month program. Completed July 2021

  • Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
  • Convolutional Neural Networks in TensorFlow
  • Natural Language Processing in TensorFlow
  • Sequences, Time Series and Prediction

MITx XSeries Program: Computacional Thinking using Python
5 month program. Completed June 2020

  • 6.00.1x: Introduction to Computer Science and Programming Using Python, Mar 2020
  • 6.00.2x: Introduction to Computational Thinking and Data Science, Jun 2020